Profile Report Reported Hashrate ethereum

Dataset statistics

Number of variables	13
Number of observations	695
Missing cells	117
Missing cells (%)	1.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	70.7 KiB
Average record size in memory	104.2 B

Variable types

Numeric	12
DateTime	1

Alerts

`unpaid` has constant value "2363179471491548.0"	Constant
`df_index` is highly correlated with `relative_hour`	High correlation
`gpu_memory_usage` is highly correlated with `gpu_load` and 1 other fields	High correlation
`gpu_load` is highly correlated with `gpu_memory_usage` and 1 other fields	High correlation
`reported_hashrate` is highly correlated with `gpu_memory_usage` and 1 other fields	High correlation
`relative_hour` is highly correlated with `df_index`	High correlation
`unpaid` has 117 (16.8%) missing values	Missing
`gpu_memory_usage` is highly skewed (γ1 = -26.36285265)	Skewed
`gpu_load` is highly skewed (γ1 = -26.36285265)	Skewed
`reported_hashrate` is highly skewed (γ1 = -26.36285265)	Skewed
`df_index` is uniformly distributed	Uniform
`relative_hour` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`ts` has unique values	Unique
`relative_hour` has unique values	Unique
`hashrate` has 117 (16.8%) zeros	Zeros

Reproduction

Analysis started	2021-12-01 03:33:47.981638
Analysis finished	2021-12-01 03:34:05.883594
Duration	17.9 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	695
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	524

Minimum	177
Maximum	871
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	177
5-th percentile	211.7
Q1	350.5
median	524
Q3	697.5
95-th percentile	836.3
Maximum	871
Range	694
Interquartile range (IQR)	347

Descriptive statistics

Standard deviation	200.7735042
Coefficient of variation (CV)	0.3831555424
Kurtosis	-1.2
Mean	524
Median Absolute Deviation (MAD)	174
Skewness	0
Sum	364180
Variance	40310
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
177	1	0.1%
644	1	0.1%
636	1	0.1%
637	1	0.1%
638	1	0.1%
639	1	0.1%
640	1	0.1%
641	1	0.1%
642	1	0.1%
643	1	0.1%
Other values (685)	685	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
177	1	0.1%
178	1	0.1%
179	1	0.1%
180	1	0.1%
181	1	0.1%

Value	Count	Frequency (%)
871	1	0.1%
870	1	0.1%
869	1	0.1%
868	1	0.1%
867	1	0.1%

ts
Date

UNIQUE

Distinct	695
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.6 KiB

Minimum	2021-11-05 14:10:54-05:00
Maximum	2021-11-05 16:10:57-05:00

Histogram

Histogram with fixed size bins (bins=50)

cpu_load
Real number (ℝ_≥0)

Distinct	14
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2717985612

Minimum	0.1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.2
median	0.2
Q3	0.3
95-th percentile	0.5
Maximum	3
Range	2.9
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1834163929
Coefficient of variation (CV)	0.6748247384
Kurtosis	84.48812482
Mean	0.2717985612
Median Absolute Deviation (MAD)	0.1
Skewness	7.33519095
Sum	188.9
Variance	0.0336415732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.2	345	49.6%
0.3	247	35.5%
0.1	39	5.6%
0.4	22	3.2%
0.5	11	1.6%
0.6	10	1.4%
0.7	9	1.3%
0.8	4	0.6%
1.2	2	0.3%
1.5	2	0.3%
Other values (4)	4	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	39	5.6%
0.2	345	49.6%
0.3	247	35.5%
0.4	22	3.2%
0.5	11	1.6%

Value	Count	Frequency (%)
3	1	0.1%
1.8	1	0.1%
1.5	2	0.3%
1.2	2	0.3%
1	1	0.1%

cpu_freq
Real number (ℝ_≥0)

Distinct	682
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	951.5613813

Minimum	807.25
Maximum	3593.21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	807.25
5-th percentile	820.001
Q1	844.04
median	881.66
Q3	936.2
95-th percentile	1222.829
Maximum	3593.21
Range	2785.96
Interquartile range (IQR)	92.16

Descriptive statistics

Standard deviation	276.5908623
Coefficient of variation (CV)	0.2906705418
Kurtosis	36.91606068
Mean	951.5613813
Median Absolute Deviation (MAD)	41.37
Skewness	5.475422712
Sum	661335.16
Variance	76502.50509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
831.69	3	0.4%
887.66	3	0.4%
854.95	2	0.3%
848.52	2	0.3%
1097.96	2	0.3%
834.52	2	0.3%
857.28	2	0.3%
1197.65	2	0.3%
1098	2	0.3%
853.71	2	0.3%
Other values (672)	673	96.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
807.25	1	0.1%
807.84	1	0.1%
808.81	1	0.1%
809.72	1	0.1%
813.09	1	0.1%

Value	Count	Frequency (%)
3593.21	1	0.1%
3593.12	1	0.1%
3006.56	1	0.1%
2623.18	1	0.1%
2459.39	1	0.1%

memory_usage
Real number (ℝ_≥0)

Distinct	600
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1381687414

Minimum	1238589440
Maximum	1425440768
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	1238589440
5-th percentile	1378270413
Q1	1379893248
median	1381478400
Q3	1383993344
95-th percentile	1385644851
Maximum	1425440768
Range	186851328
Interquartile range (IQR)	4100096

Descriptive statistics

Standard deviation	6362833.594
Coefficient of variation (CV)	0.00460511801
Kurtosis	375.0299813
Mean	1381687414
Median Absolute Deviation (MAD)	1880064
Skewness	-15.51757716
Sum	9.602727526 × 10¹¹
Variance	4.048565134 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1380110336	4	0.6%
1382998016	3	0.4%
1384329216	3	0.4%
1381515264	3	0.4%
1381539840	3	0.4%
1380012032	3	0.4%
1379909632	3	0.4%
1385209856	3	0.4%
1379794944	3	0.4%
1378742272	2	0.3%
Other values (590)	665	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1238589440	1	0.1%
1376813056	1	0.1%
1377058816	1	0.1%
1377087488	1	0.1%
1377157120	1	0.1%

Value	Count	Frequency (%)
1425440768	1	0.1%
1424359424	1	0.1%
1387003904	1	0.1%
1386729472	1	0.1%
1386721280	1	0.1%

cpu_temp
Real number (ℝ_≥0)

Distinct	7
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.15971223

Minimum	29
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	29
5-th percentile	31
Q1	33
median	33
Q3	34
95-th percentile	34
Maximum	35
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9907874946
Coefficient of variation (CV)	0.02987925491
Kurtosis	3.231170296
Mean	33.15971223
Median Absolute Deviation (MAD)	1
Skewness	-1.269221602
Sum	23046
Variance	0.9816598594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
33	321	46.2%
34	234	33.7%
32	78	11.2%
35	26	3.7%
31	18	2.6%
30	11	1.6%
29	7	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
29	7	1.0%
30	11	1.6%
31	18	2.6%
32	78	11.2%
33	321	46.2%

Value	Count	Frequency (%)
35	26	3.7%
34	234	33.7%
33	321	46.2%
32	78	11.2%
31	18	2.6%

gpu_memory_usage
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3048026365

Minimum	9437184
Maximum	3052404736
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	9437184
5-th percentile	3052404736
Q1	3052404736
median	3052404736
Q3	3052404736
95-th percentile	3052404736
Maximum	3052404736
Range	3042967552
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	115426338.4
Coefficient of variation (CV)	0.03786920603
Kurtosis	695
Mean	3048026365
Median Absolute Deviation (MAD)	0
Skewness	-26.36285265
Sum	2.118378324 × 10¹²
Variance	1.33232396 × 10¹⁶
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
3052404736	694	99.9%
9437184	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9437184	1	0.1%
3052404736	694	99.9%

Value	Count	Frequency (%)
3052404736	694	99.9%
9437184	1	0.1%

gpu_load
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.98561151

Minimum	90
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	90
5-th percentile	100
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3793216209
Coefficient of variation (CV)	0.003793762074
Kurtosis	695
Mean	99.98561151
Median Absolute Deviation (MAD)	0
Skewness	-26.36285265
Sum	69490
Variance	0.1438848921
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
100	694	99.9%
90	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
90	1	0.1%
100	694	99.9%

Value	Count	Frequency (%)
100	694	99.9%
90	1	0.1%

gpu_temp
Real number (ℝ_≥0)

Distinct	25
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.89640288

Minimum	36
Maximum	66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	36
5-th percentile	64
Q1	65
median	65
Q3	66
95-th percentile	66
Maximum	66
Range	30
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.788547236
Coefficient of variation (CV)	0.04296921112
Kurtosis	49.64907708
Mean	64.89640288
Median Absolute Deviation (MAD)	0
Skewness	-6.643830097
Sum	45103
Variance	7.775995688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
65	399	57.4%
66	256	36.8%
64	10	1.4%
63	4	0.6%
61	3	0.4%
62	2	0.3%
60	2	0.3%
59	2	0.3%
55	1	0.1%
58	1	0.1%
Other values (15)	15	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
36	1	0.1%
40	1	0.1%
42	1	0.1%
43	1	0.1%
45	1	0.1%

Value	Count	Frequency (%)
66	256	36.8%
65	399	57.4%
64	10	1.4%
63	4	0.6%
62	2	0.3%

hashrate
Real number (ℝ_≥0)

ZEROS

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2129496.401

Minimum	0
Maximum	3333333.33
Zeros	117
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2222222.22
median	2222222.22
Q3	3333333.33
95-th percentile	3333333.33
Maximum	3333333.33
Range	3333333.33
Interquartile range (IQR)	1111111.11

Descriptive statistics

Standard deviation	1066307.469
Coefficient of variation (CV)	0.500732224
Kurtosis	0.1075438855
Mean	2129496.401
Median Absolute Deviation (MAD)	0
Skewness	-0.9803059005
Sum	1479999999
Variance	1.137011618 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2222222.22	402	57.8%
3333333.33	176	25.3%
0	117	16.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	117	16.8%
2222222.22	402	57.8%
3333333.33	176	25.3%

Value	Count	Frequency (%)
3333333.33	176	25.3%
2222222.22	402	57.8%
0	117	16.8%

unpaid
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	0.2%
Missing	117
Missing (%)	16.8%
Infinite	0
Infinite (%)	0.0%
Mean	2.363179471 × 10¹⁵

Minimum	2.363179471 × 10¹⁵
Maximum	2.363179471 × 10¹⁵
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	2.363179471 × 10¹⁵
5-th percentile	2.363179471 × 10¹⁵
Q1	2.363179471 × 10¹⁵
median	2.363179471 × 10¹⁵
Q3	2.363179471 × 10¹⁵
95-th percentile	2.363179471 × 10¹⁵
Maximum	2.363179471 × 10¹⁵
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.500433088
Coefficient of variation (CV)	2.117626249 × 10^-16
Kurtosis	-2.006956522
Mean	2.363179471 × 10¹⁵
Median Absolute Deviation (MAD)	0
Skewness	1.002603791
Sum	1.365917735 × 10¹⁸
Variance	0.2504332756
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
2.363179471 × 10¹⁵	578	83.2%
(Missing)	117	16.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.363179471 × 10¹⁵	578	83.2%

Value	Count	Frequency (%)
2.363179471 × 10¹⁵	578	83.2%

reported_hashrate
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1369802.878

Minimum	1233000
Maximum	1370000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	1233000
5-th percentile	1370000
Q1	1370000
median	1370000
Q3	1370000
95-th percentile	1370000
Maximum	1370000
Range	137000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5196.706206
Coefficient of variation (CV)	0.003793762074
Kurtosis	695
Mean	1369802.878
Median Absolute Deviation (MAD)	0
Skewness	-26.36285265
Sum	952013000
Variance	27005755.4
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1370000	694	99.9%
1233000	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1233000	1	0.1%
1370000	694	99.9%

Value	Count	Frequency (%)
1370000	694	99.9%
1233000	1	0.1%

relative_hour
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	695
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.510577938

Minimum	0.5102777778
Maximum	2.511111111
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.6 KiB

Quantile statistics

Minimum	0.5102777778
5-th percentile	0.6102777778
Q1	1.01
median	1.510833333
Q3	2.010972222
95-th percentile	2.411111111
Maximum	2.511111111
Range	2.000833333
Interquartile range (IQR)	1.000972222

Descriptive statistics

Standard deviation	0.5789679385
Coefficient of variation (CV)	0.3832757808
Kurtosis	-1.200471789
Mean	1.510577938
Median Absolute Deviation (MAD)	0.5016666667
Skewness	-0.0002165559347
Sum	1049.851667
Variance	0.3352038738
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5102777778	1	0.1%
1.856666667	1	0.1%
1.833611111	1	0.1%
1.836666667	1	0.1%
1.839444444	1	0.1%
1.842222222	1	0.1%
1.845277778	1	0.1%
1.848055556	1	0.1%
1.850833333	1	0.1%
1.853888889	1	0.1%
Other values (685)	685	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.5102777778	1	0.1%
0.5130555556	1	0.1%
0.5158333333	1	0.1%
0.5188888889	1	0.1%
0.5216666667	1	0.1%

Value	Count	Frequency (%)
2.511111111	1	0.1%
2.508333333	1	0.1%
2.505277778	1	0.1%
2.5025	1	0.1%
2.499722222	1	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	ts	cpu_load	cpu_freq	memory_usage	cpu_temp	gpu_memory_usage	gpu_load	gpu_temp	unpaid	reported_hashrate	relative_hour
0	177	2021-11-05 14:10:54-05:00	3.0	971.41	1425440768	29.0	3.052405e+09	100.0	36.0	NaN	1370000.0	0.510278
1	178	2021-11-05 14:11:04-05:00	0.3	887.75	1424359424	29.0	3.052405e+09	100.0	40.0	NaN	1370000.0	0.513056
2	179	2021-11-05 14:11:14-05:00	0.6	866.82	1378603008	29.0	3.052405e+09	100.0	42.0	NaN	1370000.0	0.515833
3	180	2021-11-05 14:11:25-05:00	0.2	1018.23	1379610624	29.0	3.052405e+09	100.0	43.0	NaN	1370000.0	0.518889
4	181	2021-11-05 14:11:35-05:00	0.2	911.78	1380089856	29.0	3.052405e+09	100.0	45.0	NaN	1370000.0	0.521667
5	182	2021-11-05 14:11:46-05:00	0.1	899.72	1379713024	29.0	3.052405e+09	100.0	46.0	NaN	1370000.0	0.524722
6	183	2021-11-05 14:11:56-05:00	0.4	954.24	1379467264	30.0	3.052405e+09	100.0	48.0	NaN	1370000.0	0.527500
7	184	2021-11-05 14:12:06-05:00	0.3	890.33	1380012032	31.0	3.052405e+09	100.0	49.0	NaN	1370000.0	0.530278
8	185	2021-11-05 14:12:16-05:00	0.4	869.65	1380081664	30.0	3.052405e+09	100.0	50.0	NaN	1370000.0	0.533056
9	186	2021-11-05 14:12:27-05:00	0.4	840.17	1378512896	30.0	3.052405e+09	100.0	51.0	NaN	1370000.0	0.536111

Last rows

	df_index	ts	cpu_load	cpu_freq	memory_usage	cpu_temp	gpu_memory_usage	gpu_load	gpu_temp	hashrate	unpaid	reported_hashrate	relative_hour
685	862	2021-11-05 16:09:24-05:00	0.7	820.47	1379176448	33.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.485278
686	863	2021-11-05 16:09:34-05:00	0.7	859.30	1379442688	32.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.488056
687	864	2021-11-05 16:09:44-05:00	0.5	1005.84	1379426304	33.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.490833
688	865	2021-11-05 16:09:55-05:00	0.3	845.47	1378836480	32.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.493889
689	866	2021-11-05 16:10:05-05:00	0.3	816.33	1378799616	33.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.496667
690	867	2021-11-05 16:10:16-05:00	0.3	994.35	1377976320	33.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.499722
691	868	2021-11-05 16:10:26-05:00	0.6	913.44	1378648064	32.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.502500
692	869	2021-11-05 16:10:36-05:00	0.2	956.44	1378713600	33.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.505278
693	870	2021-11-05 16:10:47-05:00	0.4	844.00	1379770368	33.0	3.052405e+09	100.0	65.0	3333333.33	2.363179e+15	1370000.0	2.508333
694	871	2021-11-05 16:10:57-05:00	0.3	963.26	1238589440	33.0	9.437184e+06	90.0	64.0	3333333.33	2.363179e+15	1233000.0	2.511111

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows